The Use of Critical Care Services After Orthopedic Surgery at a High-Volume Orthopedic Medical Center: A Retrospective Study.

Background: With an aging population, orthopedics has become one of the largest and fastest growing surgical fields. However, data on the use of critical care services (CCS) in patients undergoing orthopedic procedures remain sparse. Purpose: We sought to elucidate the prevalence and characteristics of patients requiring CCS and intermediate levels of care after orthopedic surgeries at a high-volume orthopedic medical center. Methods: We retrospectively reviewed inpatient electronic medical record data (2016-2020) at a high-volume orthopedic hospital. Patients who required CCS and intermediate levels of care, including step-down unit (SDU) and telemetry services, were identified. We described characteristics related to patients, procedures, and outcomes, including type of advanced services required and surgery type. Results: Of the 50,387 patients who underwent orthopedic inpatient surgery, 1.6% required CCS and 21.6% were admitted to an SDU. Additionally, 482 (1.0%) patients required postoperative mechanical ventilation and 3602 (7.1%) patients required continuous positive airway pressure therapy. Spine surgery patients were the most likely to require any form of advanced care (45.7%). Conclusions: This retrospective review found that approximately one-fourth of orthopedic surgery patients were admitted to units that provided critical and intermediate levels of care. These results may prove useful to hospitals in estimating needs and allocating resources for advanced and critical care services after orthopedic surgery.

Tramadol prescribed at discharge is associated with lower odds of chronic opioid use after elective total joint arthroplasty.

INTRODUCTION: We aimed to study the association between tramadol prescribed at discharge (after elective total hip and knee arthroplasty (THA/TKA) surgery) and chronic opioid use postoperatively. METHODS: This retrospective cohort study queried the Truven MarketScan database and identified patients who underwent an elective THA/TKA surgery between 2016 and 2018 and were prescribed opioids at discharge (n=81 049). Multivariable analysis was conducted to study the association between tramadol prescription at discharge and chronic opioid use, with additional analysis adjusting for the amount of opioids prescribed in oral morphine equivalents. Chronic opioid use was defined as filling ≥10 opioid prescriptions or prescriptions for ≥120 pills within the period from 90 days to 1 year after surgery. RESULTS: Overall, tramadol was prescribed at discharge in 11.0% of all THA/TKA cases. Of those, 26.9% and 73.1% received tramadol only or tramadol with another opioid, respectively. Chronic opioid use was observed in 5.4% of cases. After adjustment for relevant covariates, prescription of tramadol combined with another opioid at discharge was associated with lower odds of chronic opioid use comparing to prescription of other opioids (OR 0.69 CI 0.61 to 0.78). DISCUSSION: Among patients undergoing elective THA/TKA surgery and discharged with a prescription of opioids, we found that prescription of tramadol combined with another opioid was associated with lower odds of chronic opioid use. This finding must be considered in the context of the tramadol's pharmacology, as well-described genetic differences in metabolism that can make it ineffective in many patients, while for patients with ultrarapid metabolism can cause drug-drug interactions and adverse events, including feelings of high and seizures.

Machine Learning Approaches to Define Candidates for Ambulatory Single Level Laminectomy Surgery.

STUDY DESIGN: retrospective cohort study. OBJECTIVES: To test and compare 2 machine learning algorithms to define characteristics associated with candidates for ambulatory same day laminectomy surgery. METHODS: The American College of Surgeons National Surgical Quality Improvement Program database was queried for patients who underwent single level laminectomy in 2017 and 2018. The main outcome was ambulatory same day discharge. Study variables of interest included demographic information, comorbidities, preoperative laboratory values, and intra-operative information. Two machine learning predictive modeling algorithms, artificial neural network (ANN) and random forest, were trained to predict same day discharge. The quality of models was evaluated with area under the curve (AUC), accuracy, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) measures. RESULTS: Among 35,644 patients, 13,230 (37.1%) were discharged on the day of surgery. Both ANN and RF demonstrated a satisfactory model quality in terms of AUC (0.77 and 0.77), accuracy (0.69 and 0.70), sensitivity (0.83 and 0.58), specificity (0.55 and 0.80), PPV (0.77 and 0.69), and NPV (0.64 and 0.70). Both models highlighted several important predictive variables, including age, duration of operation, body mass index and preoperative laboratory values including, hematocrit, platelets, white blood cells, and alkaline phosphatase. CONCLUSION: Machine learning approaches provide a promising tool to identify candidates for ambulatory laminectomy surgery. Both machine learning algorithms highlighted the as yet unrecognized importance of preoperative laboratory testing on patient pathway design.

Machine learning approaches in predicting ambulatory same day discharge patients after total hip arthroplasty.

BACKGROUND: With continuing financial and regulatory pressures, practice of ambulatory total hip arthroplasty is increasing. However, studies focusing on selection of optimal candidates are burdened by limitations related to traditional statistical approaches. Hereby we aimed to apply machine learning algorithm to identify characteristics associated with optimal candidates. METHODS: This retrospective cohort study included elective total hip arthroplasty (n=63 859) recorded in National Surgical Quality Improvement Program dataset from 2017 to 2018. The main outcome was length of stay. A total of 40 candidate variables were considered. We applied machine learning algorithms (multivariable logistic regression, artificial neural networks, and random forest models) to predict length of stay=0 day. Models' accuracies and area under the curve were calculated. RESULTS: Applying machine learning models to compare length of stay=0 day to length of stay=1-3 days cases, we found area under the curve of 0.715, 0.762, and 0.804, accuracy of 0.65, 0.73, and 0.81 for logistic regression, artificial neural networks, and random forest model, respectively. Regarding the most important predictive features, anesthesia type, body mass index, age, ethnicity, white blood cell count, sodium level, and alkaline phosphatase were highlighted in machine learning models. CONCLUSIONS: Machine learning algorithm exhibited acceptable model quality and accuracy. Machine learning algorithms highlighted the as yet unrecognized impact of laboratory testing on future patient ambulatory pathway assignment.

Differential Perioperative Outcomes in Patients With Obstructive Sleep Apnea, Obesity, or a Combination of Both Undergoing Open Colectomy: A Population-Based Observational Study.

BACKGROUND: An increasing body of evidence demonstrates an association between obstructive sleep apnea (OSA) and adverse perioperative outcomes. However, large-scale data on open colectomies are lacking. Moreover, the interaction of obesity with OSA is unknown. This study examines the impact of OSA, obesity, or a combination of both, on perioperative complications in patients undergoing open colectomy. We hypothesized that while both obesity and OSA individually increase the likelihood for perioperative complications, the overlap of the 2 conditions is associated with the highest risk. METHODS: Patients undergoing open colectomies were identified using the national Premier Healthcare claims-based Database (2006-2016; n = 340,047). Multilevel multivariable models and relative excess risk due to interaction (RERI) analysis quantified the impact of OSA, obesity, or both on length and cost of hospitalization, respiratory and cardiac complications, intensive care unit (ICU) admission, mechanical ventilation, and inhospital mortality. RESULTS: Nine thousand twenty-eight (2.7%) patients had both OSA and obesity diagnoses; 10,137 (3.0%) had OSA without obesity; and 33,692 (9.9%) had obesity without OSA. Although there were overlapping confidence intervals in the binary outcomes, the risk increase was found highest for OSA with obesity, intermediate for obesity without OSA, and lowest for OSA without obesity. The strongest effects were seen for respiratory complications: odds ratio (OR), 2.41 (2.28-2.56), OR, 1.40 (1.31-1.49), and OR, 1.50 (1.45-1.56), for OSA with obesity, OSA without obesity, and obesity without OSA, respectively (all P < .0001). RERI analysis revealed a supraadditive effect of 0.51 (95% confidence interval [CI], 0.34-0.68) for respiratory complications, 0.11 (-0.04 to 0.26) for cardiac complications, 0.30 (0.14-0.45) for ICU utilization, 0.34 (0.21-0.47) for mechanical ventilation utilization, and 0.26 (0.15-0.37) for mortality in patients with both OSA and obesity, compared to the sum of the conditions' individual risks. Inhospital mortality was significantly higher in patients with both OSA and obesity (OR [CI], 1.21 [1.07-1.38]) but not in the other groups. CONCLUSIONS: Both OSA and obesity are individually associated with adverse perioperative outcomes, with a supraadditive effect if both OSA and obesity are present. Interventions, screening, and perioperative precautionary measures should be tailored to the respective risk profile. Moreover, both conditions appear to be underreported compared to the general population, highlighting the need for stringent perioperative screening, documentation, and reporting.

Hip fracture characteristics and outcomes during COVID-19: a large retrospective national database review.

BACKGROUND: The COVID-19 pandemic has impacted healthcare in various vulnerable patient subpopulations. However, data are lacking on the impact of COVID-19 on hip fractures, seen mainly in older patients. Using national claims data, we aimed to describe the epidemiology during the first COVID-19 wave in the USA. METHODS: We compared patients admitted for hip fractures during March and April of 2020 with those admitted in 2019 in terms of patient and healthcare characteristics, COVID-19 diagnosis, and outcomes. An additional comparison was made between COVID-19-positive and -negative patients. Outcomes included length of hospital stay (LOS), admission to an ICU, ICU LOS, use of mechanical ventilation, 30-day readmission, discharge disposition, and a composite variable of postoperative complications. RESULTS: Overall, 16 068 hip fractures were observed in 2019 compared with 7498 in 2020. Patients with hip fractures in 2020 (compared with 2019) experienced earlier hospital discharge and were less likely to be admitted to ICU, but more likely to be admitted to home. Amongst 83 patients with hip fractures with concomitant COVID-19 diagnosis, we specifically observed more non-surgical treatments, almost doubled LOS, a more than 10-fold increased mortality rate, and higher complication rates compared with COVID-19-negative patients. CONCLUSIONS: The COVID-19 pandemic significantly impacted not only volume of hip fractures, but also patterns in care and outcomes. These results may inform policymakers in future outbreaks and how this may affect vulnerable patient populations, such as those experiencing a hip fracture.

The Impact of Immunization and Use of Oseltamivir on Influenza-Related Hospitalizations: A Population-Based Study.

BACKGROUND: As the COVID-19 pandemic continues into flu season, it is critical to minimize hospitalizations to maximize capacity and preserve critical care resources. We sought to identify risk factors for influenza-related hospitalization, specifically the role of immunization and oseltamivir prescriptions. METHODS: Patients with influenza diagnoses were identified from the MarketScan database (2014-2018). Primary risk factors of interest were an influenza vaccination within 6 months prior to infection and oseltamivir prescriptions (filled on the day diagnosis, the following day, or 2-5 days). A multivariable logistic regression model was run to identify risk factors for influenza-related hospitalizations within 30 days of diagnosis. RESULTS: Among 2 395 498 influenza infections, 0.27% were hospitalized. Of those prescribed oseltamivir the day of diagnosis, 0.13% were later hospitalized, compared to 0.67% among those who filled prescriptions the following day and 11.8% when filled within 2 to 5 days. Upon adjustment, oseltamivir prescriptions filled on the day of diagnosis were associated with significantly decreased odds of hospitalization (OR 0.51 CI 0.48-0.55). Prescriptions filled within 1 to 5 days of diagnosis were associated with significantly increased odds of hospitalization (1 day OR 2.01 CI 1.81-2.24; 2-5 days OR 34.1 CI 31.7-36.6). Flu vaccination was associated with a lower odds for hospitalization (OR 0.84 CI 0.74-0.95). CONCLUSIONS: We recommend oseltamivir be prescribed to patients when they first present with influenza-like symptoms to reduce the burden on the healthcare system. We also identified reduced odds of hospitalization associated with influenza vaccination, which is already well established, but particularly important this coming flu season.

Association between sex and perioperative opioid prescribing for total joint arthroplasty: a retrospective population-based study.

BACKGROUND: Scarce data exist on differential opioid prescribing between men and women in the pre-, peri-, and postoperative phases of care among patients undergoing total hip/knee arthroplasty (THA/TKA). METHODS: In this retrospective population-based study, Truven Health MarketScan claims data were used to establish differences between men and women in (1) opioid prescribing in the year before THA/TKA surgery, (2) the amount of opioids prescribed at discharge, and (3) chronic opioid prescribing (3-12 months after surgery). Multivariable regression models measured odds ratios (OR) with 95% confidence intervals (95% CI). RESULTS: Among 29 038 THAs (42% men) and 48 523 TKAs (52% men) men (compared with women) were less likely to receive an opioid prescription in the year before surgery (54% vs 60%, and 54% vs 60% for THA and TKA, respectively); P<0.001. However, in multivariable analyses male sex was associated with higher total opioid dosages prescribed at discharge after THA (OR=1.04; 95% CI 1.03, 1.06) and TKA (OR=1.05; 95% CI 1.04, 1.06); both P<0.001. Chronic opioid prescribing was found in 10% of the cohort (THA: n=2333; TKA: n=5365). Here, men demonstrated lower odds of persistent opioid prescribing specifically after THA (OR=0.90; 95% CI 0.82, 0.99) but not TKA (OR=0.96; 95% CI 0.90, 1.02); P=0.026 and P=0.207, respectively. CONCLUSIONS: We found sex-based differences in opioid prescribing across all phases of care for THA/TKA. The results highlight temporal opportunities for targeted interventions to improve outcomes after total joint arthroplasty, particularly for women, and to decrease chronic opioid prescribing.

Persistent opioid use after surgical treatment of paediatric fracture.

BACKGROUND: The opioid epidemic is one of the most pressing public health crises in the USA. With fractures being amongst the most common reasons for a child to require surgical intervention and receive post-surgical pain management, characterisation of opioid prescription patterns and risk factors is critical. We hypothesised that the numbers of paediatric patients receiving opioids, or who developed persistent opioid use, are significant, and a number of risk factors for persistent opioid use could be identified. METHODS: We conducted a retrospective population-based cohort study. National claims data from the Truven Health Analytics® MarketScan database were used to (i) characterise opioid prescription patterns and (ii) describe the epidemiology and risk factors for single use and persistent use of opioids amongst paediatric patients who underwent surgical intervention for fracture treatment. RESULTS: Amongst 303 335 patients, 21.5% received at least one opioid prescription within 6 months after surgery, and 1671 (0.6%) developed persistent opioid use. Risk factors for persistent opioid use include older age; female sex; lower extremity trauma; surgeries involving the spine, rib cage, or head; closed fracture treatment; earlier surgery years; previous use of opioid; and higher comorbidity burden. CONCLUSIONS: Amongst a cohort of paediatric patients who underwent surgical fracture treatment, 21.5% filled at least one opioid prescription, and 0.6% (N=1671) filled at least one more opioid prescription between 3 and 6 months after surgery. Understanding risk factors related to persistent opioid use can help clinicians devise strategies to counter the development of persistent opioid use for paediatric patients.

Trends in Comorbidities and Complications Among Patients Undergoing Hip Fracture Repair.

BACKGROUND: Hip fracture patients represent various perioperative challenges related to their significant comorbidity burden and the high incidence of morbidity and mortality. As population trend data remain rare, we aimed to investigate nationwide trends in the United States in patient demographics and outcomes in patients after hip fracture repair surgery. METHODS: After Institutional Review Board (IRB) approval (IRB#2012-050), data covering hip fracture repair surgeries were extracted from the Premier Healthcare Database (2006-2016). Patient demographics, comorbidities, and complications, as well as anesthesia and surgical details, were analyzed over time. Cochran-Armitage trend tests and simple linear regression assessed significance of (linear) trends. RESULTS: Among N = 507,274 hip fracture cases, we observed significant increases in the incidence in preexisting comorbid conditions, particularly the proportion of patients with >3 comorbid conditions (33.9% to 43.4%, respectively; P < .0001). The greatest increase for individual comorbidities was seen for sleep apnea, drug abuse, weight loss, and obesity. Regarding complications, increased rates over time were seen for acute renal failure (from 6.9 to 11.1 per 1000 inpatient days; P < .0001), while significant decreasing trends for mortality, pneumonia, hemorrhage/hematoma, and acute myocardial infarction were recorded. In addition, decreasing trends were observed for the use of neuraxial anesthesia either used as sole anesthetic or combined with general anesthesia (7.3% to 3.6% and 6.3% to 3.4%, respectively; P < .0001). Significantly more patients (31.9% vs 41.3%; P < .0001) were operated on in small rather than medium- and large-sized hospitals. CONCLUSIONS: From 2006 to 2016, the overall comorbidity burden increased among patients undergoing hip fracture repair surgery. Throughout this same time period, incidence of postoperative complications either remained constant or declined with the only significant increase observed in acute renal failure. Moreover, use of regional anesthesia decreased over time. This more comorbid patient population represents an increasing burden on the health care system; however, existing preventative measures appear to be effective in minimizing complication rates. Although, given the proposed benefits of regional anesthesia, decreased utilization may be of concern.

Tranexamic Acid Administration is Associated With a Decreased Odds of Prosthetic Joint Infection Following Primary Total Hip and Primary Total Knee Arthroplasty: A National Database Analysis.

BACKGROUND: Tranexamic acid (TXA) for the reduction of blood loss in orthopedic surgery is coming into greater adoption. Because TXA administration lowers the incidence of blood transfusion and of hematoma formation, risk factors for infection, we asked whether TXA use might be associated with a lower incidence of periprosthetic joint infection (PJI) following orthopedic surgery. METHODS: We queried the Premier Healthcare database for ICD-9 codes corresponding to elective inpatient primary total hip replacement (THR) or total knee replacement (TKR) from 2012 to 2016, TXA administration on the day of surgery, and PJI during the hospital stay or within 90 days. We performed a multilevel multivariable logistic regression (SAS version 9.4. SAS Institute, Cary, NC) to determine if TXA administration or other covariates were a significant predictor of infection. RESULTS: Among 914,990 total joint arthroplasty patients, 46.0% received TXA on the day of surgery. 0.13% developed PJI within 90 days. After adjusting for patient and hospital-related covariates, TXA use was associated with significantly lower odds of PJI within 90 days of surgery (OR 0.49 [0.69, 0.91]). CONCLUSION: Administration of TXA on the day of surgery in total knee and total hip arthroplasty was associated with a statistically significant decreased odds of PJI in the first 90 days. We therefore conclude that TXA might play an important role in our attempts to decrease PJI after joint arthroplasty. The exact mechanisms and ideal dosage by which TXA can contribute to such a reduction need further study.

Venous thromboembolism and prophylaxis therapy after elective spine surgery: a population-based study.

PURPOSE: Currently, there is no generalized consensus regarding perioperative prophylaxis of venous thromboembolism (VTE) in patients undergoing spine surgery. In the absence of large-scale studies, we aimed to use national data to study the association between anticoagulant prophylaxis and VTE in spine surgical patients. Our secondary outcomes were hematoma and blood transfusion. METHODS: We included anterior cervical discectomy and fusion (ACDF) and posterior lumbar fusion (PLF) cases from 2006 to 2016 recorded in the Premier Healthcare database. Anticoagulant prophylaxis was categorized into aspirin, regular heparin, and low molecular weight heparin given on the day of surgery. Mixed-effects models measured the association between anticoagulation categories and outcomes. Cohorts were adjusted to reduce the risk of "confounding by indication" and to distinguish between prophylactic and therapeutic use of anticoagulants. We report odds ratios (OR) and Bonferroni-corrected confidence intervals (CI). RESULTS: Among 83,839 individuals undergoing ACDF and PLF, 0.45% (n = 374) had a hematoma, 8.1% (n = 6,769) received a blood transfusion, and 0.13% (n = 113) experienced VTE. After adjustment for relevant covariates, prophylactic aspirin (OR, 1.48; CI, 1.17 to 1.86) and regular heparin (OR, 2.01; CI, 1.81 to 2.24) were associated with increased odds of blood transfusion. No detectable differences in the odds of hematoma or VTE were observed for any anticoagulant. CONCLUSION: Although low molecular weight heparin was used much less frequently than regular heparin, it was associated with a lower incidence of transfusion compared with aspirin and regular heparin. All three anticoagulants were associated with similar incidence of VTE and hematoma. Varying subgroup-specific VTE risks may further inform future studies to identify patients expected to benefit the most from chemical thromboprophylaxis.

RéSUMé: OBJECTIF: À l'heure actuelle, il n'existe pas de consensus concernant la prophylaxie périopératoire en cas de thromboembolie veineuse (TEV) pour les patients subissant une chirurgie du rachis. En l'absence d'études de grande envergure, nous avons cherché à utiliser des données nationales afin d'étudier l'association entre l'anticoagulothérapie et la TEV chez les patients de chirurgie du rachis. Nos critères d'évaluation secondaires étaient la présence d'hématome et les transfusions sanguines. MéTHODE: Nous avons inclus les chirurgies de discectomie cervicale antérieure avec fusion (DCAF) et de fusion lombaire postérieure (FLP) réalisées entre 2006 et 2016 et enregistrées dans la base de données Premier Healthcare. L'anticoagulothérapie a été catégorisée en aspirine, héparine normale, et héparine de bas poids moléculaire, donnée le jour de la chirurgie. Les modèles à effets mixtes ont mesuré l'association entre les catégories d'anticoagulation et les critères d'évaluation. Les cohortes ont été ajustées afin de réduire le risque de « confusion par indication ¼ et de distinguer une utilisation prophylactique d'une utilisation thérapeutique des anticoagulants. Nous rapportons les rapports de cotes (RC) et les intervalles de confiance (IC) corrigés par Bonferroni. RéSULTATS: Parmi les 83 839 personnes ayant subi une DCAF ou une FLP, 0,45 % (n = 374) ont développé un hématome, 8,1 % (n = 6769) ont reçu une transfusion sanguine et 0,13 % (n = 113) ont souffert d'une TEV. Après ajustement pour tenir compte des covariables pertinentes, l'aspirine prophylactique (RC, 1,48; IC, 1,17 à 1,86) et l'héparine normale (RC, 2,01; IC, 1,81 à 2,24) ont été associées à des probabilités accrues de transfusion sanguine. Aucune différence détectable dans les risques d'hématome ou de TEV n'a été observée, indépendamment de l'anticoagulant utilisé. CONCLUSION: Bien que l'héparine de bas poids moléculaire ait été utilisée bien moins fréquemment que l'héparine normale, elle était associée à une incidence plus faible de transfusion par rapport à l'aspirine et à l'héparine normale. Les trois anticoagulants ont été associés à une incidence comparable de TEV et d'hématome. Les variations en matière de risque de TEV spécifiques aux sous-groupes pourraient orienter les études futures afin de tenter d'identifier les patients qui pourraient bénéficier le plus d'une thromboprophylaxie pharmaceutique.

The Utilization of Regional Anesthesia Among Pediatric Patients: A Retrospective Study.

BACKGROUND: The use of regional anesthesia (RA) in pediatric patients remains understudied, although evidence suggests benefits over general anesthesia. QUESTIONS/PURPOSES: We sought to identify factors associated with RA use in patients under the age of 21 years undergoing ambulatory orthopedic surgery. METHODS: Patients under the age of 21 who underwent anterior cruciate ligament (ACL) repair or reconstruction, knee arthroscopy (KA), or shoulder arthroscopy (SA) were identified from the NY Statewide Planning and Research Cooperative System (SPARCS) database (2005-2015). Frequencies of RA use (defined by femoral nerve block, spinal, epidural, caudal, or brachial plexus anesthesia) were calculated. Multivariable regression analysis identified patient- and healthcare system-related factors associated with the use of RA. Odds ratios (OR) and 95% confidence intervals (CI) were reported. RESULTS: We identified 87,273 patients who underwent the procedures of interest (ACL n = 28,226; SA n = 18,155; KA n = 40,892). In our primary analysis, 14.4% (n = 1404) had RA as their primary anesthetic; this percentage increased for patients who had ACL or KA. When adjusting for covariates, Hispanic ethnicity (OR 0.78; CI 0.65-0.94) and Medicaid insurance (OR 0.75; CI 0.65-0.87) were associated with decreased odds for the provision of RA. Further, we identified increasing age (OR 1.10; CI 1.08-1.11), ACL versus SA (OR 1.91; CI 1.74-2.10), and sports injuries (OR 1.20; CI 1.10-1.31) as factors associated with increased odds of RA use. CONCLUSION: In this analysis, RA was used in a minority of patients under the age of 21 undergoing ambulatory orthopedic surgery. Older age was associated with increased use while Hispanic ethnicity and lower socioeconomic status were associated with lower use.

Trends and Outcomes in Pediatric Patients Undergoing Scoliosis Repair: A Population-Based Study.

BACKGROUND: Although surgery represents the only definitive treatment for congenital scoliosis, comprehensive information regarding trends in perioperative complications, particularly in the pediatric setting, is lacking. We sought to identify trends in and factors associated with perioperative complications following pediatric scoliosis surgery. METHODS: In this retrospective cohort study, patients below the age of 21 years undergoing a scoliosis repair procedure were identified from the Premier Healthcare database (2006-2016). The primary outcomes of interest were any complication, cardiopulmonary complications, blood transfusions, intensive care unit (ICU) admission, length of stay (LOS), and cost of hospitalization. Trends in these outcomes over time were analyzed. Multivariable logistic regression models were run to identify factors associated with each of the perioperative outcomes. RESULTS: In the full cohort of 9351 scoliosis patients, 17% experienced any complication, 12% of which were cardiopulmonary in nature, 42% required blood transfusions, and 62% were admitted to the ICU. Median LOS was 5 days (interquartile range [IQR], 4-6) and median cost was $56,375 (IQR, $40,053-$76,311). Annual incidence of complications and blood transfusions as well as LOS and cost decreased significantly throughout the study period. The most consistently observed factors associated with complications were younger age, high comorbidity burden, low institutional case volume, and hospital teaching status. CONCLUSIONS: Although the incidence of the studied adverse outcomes in scoliosis surgery has decreased over time, this study shows it remains relatively high (17%). The associations demonstrated help clarify factors associated with complications and may be useful in guiding interventions to improve outcomes.